Ablation results for these components on cropped CUB are given in Table REF .
In this case, 1-shot results come from models trained with 1-shot episodes (as in Sec. REF ), rather than 5-shot (as in the main paper).
We find that the auxiliary loss has little to no consistent impact on FRN performance. We include it for our experimental models only for the sake of apples-to-apples comparison with baseline models that do rely on it, such as DSN [1]} (we verified in early experiments that our proxy DSN\(^{\dag }\)  implementation also suffers when the auxiliary loss is removed).
